Karimijafarbigloo, Sanaz
- Medical Image Segmentation Review: The success of U-Net
2022/11/27 by Reza Azad, Azad, Reza, Ehsan Khodapanah Aghdam +18 · 1 voice · 67 citations
Computer Science · Engineering · Medicine · Neuroscience · #Brain Tumor Detection and Classification #Radiomics and Machine Learning in Medical Imaging #Retinal Imaging and Analysis #cs.CV #eess.IV
- Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook
2023/12/08 by Reza Azad, Moein Heidary, Azad, Reza +13 · 8 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation
2022/08/01 by Azad, Reza, Heidari, Moein, Shariatnia, Moein +4 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis
2024/06/05 by Moein Heidari, Heidari, Moein, Sina Ghorbani Kolahi +19 · 5 citations
Computer Science · #Neural Networks and Applications
- Self-supervised Semantic Segmentation: Consistency over Transformation
2023/08/31 by Sanaz Karimijafarbigloo, Karimijafarbigloo, Sanaz, Reza Azad +9 · 2 citations
Computer Science · Engineering · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning
2023/11/21 by Sanaz Karimijafarbigloo, Reza Azad, Karimijafarbigloo, Sanaz +7 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging